\select@language {spanish}
\contentsline {chapter}{\numberline {1}Introducci\'on}{3}
\contentsline {section}{\numberline {1.1}Motivaci\'on}{3}
\contentsline {section}{\numberline {1.2}Objetivo principal}{6}
\contentsline {subsection}{\numberline {1.2.1}Objetivos particulares}{6}
\contentsline {section}{\numberline {1.3}Organizaci\'on del documento}{7}
\contentsline {chapter}{\numberline {2}Conceptos B\'asicos}{9}
\contentsline {section}{\numberline {2.1}Aprendizaje Relacional}{9}
\contentsline {section}{\numberline {2.2}Programaci\'on L\'ogica Inductiva}{10}
\contentsline {chapter}{\numberline {3}Estado del arte }{11}
\contentsline {section}{\numberline {3.1}M\'etodos basados en la discretizaci\'on}{11}
\contentsline {section}{\numberline {3.2}Sistema INDUBI/CSL}{13}
\contentsline {subsection}{\numberline {3.2.1}TILDE e ICL}{15}
\contentsline {subsubsection}{TILDE}{15}
\contentsline {subsubsection}{ICL}{16}
\contentsline {subsection}{\numberline {3.2.2}Discretizaci\'on en TILDE e ICL}{16}
\contentsline {subsection}{\numberline {3.2.3}Aprendizaje multivalores en ILP {\it (MVL-ILP)}}{17}
\contentsline {section}{\numberline {3.3}Programaci\'on l\'ogica con restricciones en aprendizaje relacional}{19}
\contentsline {subsection}{\numberline {3.3.1}Algoritmo NUM}{21}
\contentsline {subsection}{\numberline {3.3.2}Sistema BPU-CILP}{22}
\contentsline {section}{\numberline {3.4}Algoritmos gen\'eticos en aprendizaje relacional}{24}
\contentsline {subsection}{\numberline {3.4.1}SIA01}{25}
\contentsline {subsection}{\numberline {3.4.2}SMART+}{26}
\contentsline {subsection}{\numberline {3.4.3}M\'etodos basados en el sistema ECL}{28}
\contentsline {subsubsection}{Evolutionary Learning Concept}{28}
\contentsline {subsubsection}{ECL-LUD}{30}
\contentsline {subsubsection}{ECL-LSDf y ECL-LSDc}{30}
\contentsline {chapter}{Referencias}{33}
